Abstract This study explores the consistency between star ratings and sentiments expressed in online reviews how they relate to different components of customer experience. We combine deep learning applied natural language processing, machine artificial neural networks identify positive negative 20,954 posted on TripAdvisor about tourism attractions Venice impact their overall polarity ratings....